@4stroke.soul_

videoMD · tier B

4stroke.soul_ · 970 followers · 2026-06-25 12:51 · 18s

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Topic

Fixed taxonomy enforced as a schema enum. Prose instructions did not hold, and label drift makes week-over-week comparison meaningless.

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Caption

Author-written, as posted.

Follow ME ✅🔥🏍️🌅#viral #song #recomendation #kayot4✅🔥 #rusia🇷🇺

Speech (ASR)

faster-whisper large-v3-turbo behind Silero VAD, then a repetition filter.

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EasyOCR for Latin script, macOS Vision for Cyrillic-suspect frames.

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Hashtags

#recomendation#viral#rusia#song#kayot4